OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Cognitive Communications and Networking is 43. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-09-01 to 2025-09-01.)

Article	Citations
IEEE Communications Society Information	191
Three-Dimensional Resource Matching for Internet of Things Underlaying Cognitive Capacity Harvesting Networks	160
Accurate Automatic Extraction of Signal Components From Noisy Radio Spectrograms	120
A Deep Learning Method for Open-Set Transmission Mode Recognition Based on Multiresolution Time-Frequency Spectrograms	119
Adaptive DTN Routing: A Neuromorphic Networking Perspective	104
Deep Learning-Aided Signal Detection for Two-Stage Index Modulated Universal Filtered Multi-Carrier Systems	90
IEEE Communications Society Information	86
Coded Caching for Reliable Map Dissemination in Symbiotic Communication Aided Emergency UAV Systems	85
Safe Online Mobile Network Optimization Through Digital Twin-Enhanced Monte Carlo Tree Search	83
A Novel Privacy-Preserving Incentive Mechanism for Multi-Access Edge Computing	82
Energy Efficient Power Control for Cognitive Multibeam-Satellite Terrestrial Networks With Poisson Distributed Users	80
Accelerating Federated Learning for Edge Intelligence Using Conjugated Central Acceleration With Inexact Global Line Search	80
pFedDHPO: A Differentiable Approach for Personalized Hyperparameter Optimization in Federated Learning	77
Design of an Efficient CSI Feedback Mechanism in Massive MIMO Systems: A Machine Learning Approach Using Empirical Data	69
MADQN-Enhanced Computation Offloading and Resource Allocation for 6G Low-Altitude Economy Vehicular Networks	67
Precoding Optimization for MIMO-OFDM Integrated Sensing and Communication Systems	66
Active Learning for Network Traffic Classification: A Technical Study	66
Multi-Agent Reinforcement Learning-Based Joint Caching and Routing in Heterogeneous Networks	65
Learning-Based Real-Time Transmission Control for Multi-Path TCP Networks	65
IRS-Assisted Spectrum Sensing and Primary-Secondary Transmission for Cognitive Radio Networks	62
A Reinforcement Learning-Based Incentive Scheme for Multi-Hop Communications in Vehicular Networks	61
Detection of Direct Sequence Spread Spectrum Signals Based on Deep Learning	60
Priority-Aware Deployment of Autoscaling Service Function Chains Based on Deep Reinforcement Learning	59
A Reinforcement Learning-Assisted OFDM-IM Communication System Against Reactive Jammers	59
Ambient IoT: Backscatter-Based Connectivity Topologies and Outage Behavior	59

Performance Analysis of IoT-Based Overlay Satellite-Terrestrial Networks Under Interference	56
Security Outage Probability Analysis of Cognitive Networks With Multiple Eavesdroppers for Industrial Internet of Things	55
Non-Orthogonal Multiple Access Enhanced Multi-User Semantic Communication	55
Maximizing Reliability in Overlay Radio Networks With Time Switching and Power Splitting Energy Harvesting	53
Deep Learning-Driven MA-RIS Co-Design for Near-Field ISAC: Joint Antenna Positioning, Phase Shifting and Beamforming Optimization	51
Delay-Aware and Energy-Efficient Computation Offloading in Mobile-Edge Computing Using Deep Reinforcement Learning	49
Incentive-Driven and Energy Efficient Federated Learning in Mobile Edge Networks	49
LINA: A Fair Link-Grained Inter-Datacenter Traffic Scheduling Method With Deadline Guarantee	48
Blockchain-Based Collaborative Task Offloading Algorithm in Heterogeneous Edge Computing Networks	48
Effective Non-Gaussian Noise Removal of 3D Radio Maps through Correntropy-based Nonlocal Tensor Ring Decomposition	47
IEEE Transactions on Cognitive Communications and Networking Publication Information	47
Multi-Stage Semantic Communication for Low-Latency Edge Inference	47
Secure Performance of RIS-Aided NOMA in Cognitive V2X Networks With Imperfect CSI Over Double Rayleigh Fading	47
IEEE Communications Society	47
Dual Intelligence: Leveraging DRL with Smart Satellites to Counter Intelligent Jamming in Satellite Networks	45
Learning to Predict: Collaborative Cloud-Edge Multi-Time-Scale Attention Model for Industrial Wireless Channel Prediction	44
TMLAA for Automatic Harmonic Beam Steering Toward User-Defined Direction Using Black Hole Mechanics Optimization	44
D-2MLoc: Dual-Domain MLP-Mixer Framework for CSI-Fingerprinting Indoor Localization	43
Radio Frequency Fingerprint Identification for OFDM System Considering Unknown Multipath Fading Channel	43